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Computers and Electronics in Agriculture, Volume 191
Volume 191, December 2021
- Weilong Ding, Ying-li Zhao, Wei-tao Xin, Wenxiu He, Li-feng Xu:
Parameter extraction method of virtual plant growth model based on Improved Particle Swarm Optimization. 106470 - Qixin Sun
, Xiujuan Chai, Zhikang Zeng, Guomin Zhou, Tan Sun:
Multi-level feature fusion for fruit bearing branch keypoint detection. 106479 - Bin Xie, Weipeng Jiao, Changkai Wen
Feature detection method for hind leg segmentation of sheep carcass based on multi-scale dual attention U-Net. 106482 - Andreas Kamilaris
Examining the perspectives of using manure from livestock farms as fertilizer to crop fields based on a realistic simulation. 106486 - Weikuan Jia, Zhonghua Zhang, Wenjing Shao, Sujuan Hou, Ze Ji
FoveaMask: A fast and accurate deep learning model for green fruit instance segmentation. 106488 - Tymoteusz Cejrowski
Buzz-based honeybee colony fingerprint. 106489 - Changho Yun, Hak-Jin Kim, Chan-Woo Jeon, Minseok Gang, Won Suk Lee
Stereovision-based ridge-furrow detection and tracking for auto-guided cultivator. 106490
- Daoliang Li, Zhaoyang Song, Chaoqun Quan, Xianbao Xu, Chang Liu:
Recent advances in image fusion technology in agriculture. 106491
- Fengyun Wang, Yimin Zhao, Jiye Zheng, Kangkang Qi, Yangyang Fan, Xulin Yuan, Huaijun Ruan:
Estimation model of soluble solids content in bagged and non-bagged apple fruits based on spectral data. 106492 - Abel Barreto, Philipp Lottes, Facundo Ramón Ispizua Yamati, Stephen Baumgarten, Nina Anastasia Wolf, Cyrill Stachniss
Automatic UAV-based counting of seedlings in sugar-beet field and extension to maize and strawberry. 106493 - Kai Moriguchi
Developing reliable and fast simulated annealing for stand-level forest harvesting schedule with virtual dimensionality reduction. 106494 - Weizheng Shen, Yalin Sun, Yu Zhang, Xiao Fu, Handan Hou, Shengli Kou, Yonggen Zhang:
Automatic recognition method of cow ruminating behaviour based on edge computing. 106495 - Christian Manteuffel
From extra to actor: Facilitating automated conditioning in animal-robot interaction. 106496 - Yi Lin
Autonomous underwater robot for underwater image enhancement via multi-scale deformable convolution network with attention mechanism. 106497
- Niklas Möhring
An R package to calculate potential environmental and human health risks from pesticide applications using the 'Pesticide Load' indicator applied in Denmark. 106498
- Pendar Alirezazadeh, Fatemeh Rahimi-Ajdadi
Improved digital image-based assessment of soil aggregate size by applying convolutional neural networks. 106499 - Claudia Arcidiacono, Massimo Mancino, S. M. C. Porto, Victor Bloch, Matti Pastell:
IoT device-based data acquisition system with on-board computation of variables for cow behaviour recognition. 106500 - Ali Mokhtar, Ahmed Elbeltagi
Estimation of the rice water footprint based on machine learning algorithms. 106501 - Minghui Li, Peicong Zhou, Xiaoqiang Wang, Yangping Wen, Lulu Xu, Jiaqi Hu, Zhong Huang, Mingfang Li:
Development of a simple disposable laser-induced porous graphene flexible electrode for portable wireless intelligent votammetric nanosensing of salicylic acid in agro-products. 106502 - Xu Li, Jiandong Pan, Fangping Xie, Jinping Zeng, Qiao Li, Xiaojun Huang, Dawei Liu, Xiushan Wang:
Fast and accurate green pepper detection in complex backgrounds via an improved Yolov4-tiny model. 106503 - Xue Xia, Xiujuan Chai, Ning Zhang, Tan Sun:
Visual classification of apple bud-types via attention-guided data enrichment network. 106504 - Jianneng Chen, Xianbing Bian, Liqun Chen, Tianlong Chen, Zhiwei Chen
Design and testing of a production line mechanism for continuous cutting and coring of broccoli. 106505 - Xiangshu Xi, Kai Xia, Yinhui Yang, Xiaochen Du, Hailin Feng:
Evaluation of dimensionality reduction methods for individual tree crown delineation using instance segmentation network and UAV multispectral imagery in urban forest. 106506 - André Broekman, Wynand JvdM Steyn:
smAvo: Packhouse optimization using smart avocadoes in South Africa. 106507 - Ya Xiong
An improved obstacle separation method using deep learning for object detection and tracking in a hybrid visual control loop for fruit picking in clusters. 106508 - Mardhati Mohammad
Temporal variability in automatically-collected liveweight data affects estimation of dry matter intake of dairy cows. 106509 - Ronja Güldenring
Self-supervised contrastive learning on agricultural images. 106510 - Md. Ashraful Islam, Sabrina Lomax, Amanda K. Doughty, Mohammed R. Islam, Peter C. Thomson, Cameron E. F. Clark
Revealing the diversity in cattle behavioural response to high environmental heat using accelerometer-based ear tag sensors. 106511 - Shogo Higaki, Hironao Okada, Chie Suzuki, Reina Sakurai, Tomoko Suda, Koji Yoshioka:
Estrus detection in tie-stall housed cows through supervised machine learning using a multimodal tail-attached device. 106513 - Yonghua Qu, Zixin Wang, Jiali Shang, Jiangui Liu, Jie Zou:
Estimation of leaf area index using inclined smartphone camera. 106514 - Ziyi Zang, Zaoxia Li, Xingxing Lu, Jie Liang, Jie Wang, Hong-Liang Cui, Shihan Yan:
Terahertz spectroscopy for quantification of free water and bound water in leaf. 106515 - Christian A. Bateki
Of milk and mobiles: Assessing the potential of cellphone applications to reduce cattle milk yield gaps in Africa using a case study. 106516 - Shifeng Dong, Rujing Wang, Kang Liu, Lin Jiao, Rui Li, Jianming Du, Yue Teng
CRA-Net: A channel recalibration feature pyramid network for detecting small pests. 106518 - Alessio Scalisi
Reliability of a commercial platform for estimating flower cluster and fruit number, yield, tree geometry and light interception in apple trees under different rootstocks and row orientations. 106519 - Shuo Wei
Numerical and experimental studies on drying behavior of radio frequency assisted convective drying for thin-layer corn kernels. 106520 - Xinzhi Liu, Jun Yu, Toru Kurihara, Ke Li, Zhao Niu, Shu Zhan:
Learning an optical filter for green pepper automatic picking in agriculture. 106521 - Sureerat Makmuang, Supeera Nootchanat, Sanong Ekgasit, Kanet Wongravee:
Non-destructive method for discrimination of weedy rice using near infrared spectroscopy and modified self-organizing maps (SOMs). 106522 - Penghui Gui, Wenjie Dang, Feiyu Zhu, Qijun Zhao:
Towards automatic field plant disease recognition. 106523 - Shichao Li, Man Zhang, Yuhan Ji, Zhenqian Zhang, Ruyue Cao, Bin Chen, Han Li, Yanxin Yin:
Agricultural machinery GNSS/IMU-integrated navigation based on fuzzy adaptive finite impulse response Kalman filtering algorithm. 106524 - Selen Deviren Saygin
Analysis of soil cohesion by fluidized bed methodology using integrable differential pressure sensors for a wide range of soil textures. 106525 - Hamzeh Mirhaji, Mohsen Soleymani
Fruit detection and load estimation of an orange orchard using the YOLO models through simple approaches in different imaging and illumination conditions. 106533 - Sher Ali Shaikh, Yaoming Li, Zheng Ma, Farman Ali Chandio, Mazhar Hussain Tunio, Zhenwei Liang, Kashif Ali Solangi
Discrete element method (DEM) simulation of single grouser shoe-soil interaction at varied moisture contents. 106538 - Vung Pham
Soil profile analysis using interactive visualizations, machine learning, and deep learning. 106539 - Yu-Kai Lin, Shih-Fang Chen, Yan-Fu Kuo
Developing a guiding and growth status monitoring system for riding-type tea plucking machine using fully convolutional networks. 106540 - Rana Muhammad Adnan, Reham R. Mostafa
Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms. 106541 - Danilo Tedesco
Predicting on multi-target regression for the yield of sweet potato by the market class of its roots upon vegetation indices. 106544 - Goran M. Stojanovic
Impedance analysis of milk quality using functionalized polyamide textile-based sensor. 106545
- Zhi Hong Kok, Abdul Rashid Mohamed Shariff, Meftah Salem M. Alfatni, Siti Khairunniza-Bejo:
Support Vector Machine in Precision Agriculture: A review. 106546
- Chan-Woo Jeon, Hak-Jin Kim, Changho Yun, Minseok Gang, Xiongzhe Han:
An entry-exit path planner for an autonomous tractor in a paddy field. 106548 - Zhe Xing, Changwen Du, Yazhen Shen, Fei Ma, Jianmin Zhou:
A method combining FTIR-ATR and Raman spectroscopy to determine soil organic matter: Improvement of prediction accuracy using competitive adaptive reweighted sampling (CARS). 106549 - James Y. Kim:
Software design for image mapping and analytics for high throughput phenotyping. 106550 - Ruicheng Qiu
Detection of the 3D temperature characteristics of maize under water stress using thermal and RGB-D cameras. 106551 - Wei Chen, Yameng Xu, Zhe Zhang, Lan Yang, Xubin Pan, Zhe Jia:
Mapping agricultural plastic greenhouses using Google Earth images and deep learning. 106552 - Bernat Lavaquiol, Ricardo Sanz-Cortiella
A photogrammetry-based methodology to obtain accurate digital ground-truth of leafless fruit trees. 106553 - Marja Haagsma
Model selection and timing of acquisition date impacts classification accuracy: A case study using hyperspectral imaging to detect white pine blister rust over time. 106555 - Victor Partel, Lucas Costa, Yiannis Ampatzidis:
Smart tree crop sprayer utilizing sensor fusion and artificial intelligence. 106556 - Manyao Li, Jin Zhao, Xiaoguang Yang:
Building a new machine learning-based model to estimate county-level climatic yield variation for maize in Northeast China. 106557
- Haixia Li
Towards automated greenhouse: A state of the art review on greenhouse monitoring methods and technologies based on internet of things. 106558
- Md. Sultan Mahmud
LiDAR-sensed tree canopy correction in uneven terrain conditions using a sensor fusion approach for precision sprayers. 106565 - Arno Liseune, Dirk Van den Poel, Peter R. Hut, Frank J. C. M. van Eerdenburg, Miel Hostens
Leveraging sequential information from multivariate behavioral sensor data to predict the moment of calving in dairy cattle using deep learning. 106566 - Xiong Zhe Han, Hak-Jin Kim, Chan-Woo Jeon, Hee Chang Moon, Jung Hun Kim, Il-Hwan Seo:
Design and field testing of a polygonal paddy infield path planner for unmanned tillage operations. 106567 - Redvan Ghasemlounia, Amin Gharehbaghi
Developing a novel framework for forecasting groundwater level fluctuations using Bi-directional Long Short-Term Memory (BiLSTM) deep neural network. 106568
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